FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  531.33         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.0586         	|63             	|  507.69         	|  95.55          	|
run_training_batch                 	|  0.37096        	|1000           	|  370.96         	|  69.817         	|
optimizer_step_with_closure_0      	|  0.36826        	|1000           	|  368.26         	|  69.309         	|
training_step_and_backward         	|  0.26495        	|1000           	|  264.95         	|  49.865         	|
model_forward                      	|  0.13677        	|1000           	|  136.77         	|  25.741         	|
training_step                      	|  0.1366         	|1000           	|  136.6          	|  25.708         	|
backward                           	|  0.12675        	|1000           	|  126.75         	|  23.855         	|
get_train_batch                    	|  0.029463       	|1063           	|  31.319         	|  5.8944         	|
fetch_next_train_batch             	|  0.029439       	|1063           	|  31.294         	|  5.8897         	|
on_train_batch_end                 	|  0.0018412      	|1000           	|  1.8412         	|  0.34653        	|
zero_grad                          	|  0.0013974      	|1000           	|  1.3974         	|  0.263          	|
training_batch_to_device           	|  0.00024613     	|1000           	|  0.24613        	|  0.046322       	|
on_train_batch_start               	|  9.5365e-05     	|1000           	|  0.095365       	|  0.017948       	|
on_train_end                       	|  0.045574       	|1              	|  0.045574       	|  0.0085773      	|
on_train_epoch_end                 	|  0.00035238     	|63             	|  0.0222         	|  0.0041782      	|
on_after_backward                  	|  2.1618e-05     	|1000           	|  0.021618       	|  0.0040687      	|
on_pretrain_routine_start          	|  0.021567       	|1              	|  0.021567       	|  0.004059       	|
on_train_epoch_start               	|  0.00033734     	|63             	|  0.021252       	|  0.0039998      	|
on_batch_start                     	|  2.0797e-05     	|1000           	|  0.020797       	|  0.0039142      	|
on_before_zero_grad                	|  1.5806e-05     	|1000           	|  0.015806       	|  0.0029748      	|
on_batch_end                       	|  1.5218e-05     	|1000           	|  0.015218       	|  0.0028641      	|
on_before_optimizer_step           	|  1.3123e-05     	|1000           	|  0.013123       	|  0.0024697      	|
on_before_backward                 	|  1.2407e-05     	|1000           	|  0.012407       	|  0.002335       	|
configure_optimizers               	|  0.01094        	|1              	|  0.01094        	|  0.002059       	|
training_step_end                  	|  6.4612e-06     	|1000           	|  0.0064612      	|  0.001216       	|
on_train_start                     	|  0.0016689      	|1              	|  0.0016689      	|  0.0003141      	|
on_epoch_end                       	|  1.118e-05      	|63             	|  0.00070433     	|  0.00013256     	|
on_epoch_start                     	|  1.0835e-05     	|63             	|  0.0006826      	|  0.00012847     	|
on_fit_end                         	|  5.1893e-05     	|1              	|  5.1893e-05     	|  9.7666e-06     	|
on_fit_start                       	|  3.9767e-05     	|1              	|  3.9767e-05     	|  7.4845e-06     	|
on_before_accelerator_backend_setup	|  3.0322e-05     	|1              	|  3.0322e-05     	|  5.7068e-06     	|
on_configure_sharded_model         	|  2.2966e-05     	|1              	|  2.2966e-05     	|  4.3224e-06     	|
setup                              	|  2.1469e-05     	|1              	|  2.1469e-05     	|  4.0406e-06     	|
teardown                           	|  1.6285e-05     	|1              	|  1.6285e-05     	|  3.0649e-06     	|
on_pretrain_routine_end            	|  1.462e-05      	|1              	|  1.462e-05      	|  2.7515e-06     	|
prepare_data                       	|  9.5852e-06     	|1              	|  9.5852e-06     	|  1.804e-06      	|
configure_callbacks                	|  9.1121e-06     	|1              	|  9.1121e-06     	|  1.7149e-06     	|
configure_sharded_model            	|  6.9905e-06     	|1              	|  6.9905e-06     	|  1.3157e-06     	|
on_val_dataloader                  	|  6.4e-06        	|1              	|  6.4e-06        	|  1.2045e-06     	|
on_train_dataloader                	|  5.2117e-06     	|1              	|  5.2117e-06     	|  9.8087e-07     	|
